agent-memory rising this week
Tools tagged “agent-memory” gaining momentum, ranked by rate of change.
- 44· newai-memory-vaultGive your AI a real, persistent memory. The open-source system plus templates that turn an Obsidian vault into your AI's working memory. No vector database, just markdown.ai-agentsai-dev-tools+2163.9
- 60· newbrain.mdA persistent, file-based memory layer for coding agents — give Claude Code, Codex & others a project brain (durable decisions, requirements, constraints) via a zero-dependency CLI.ai-agentsai-dev-tools+1261.7
- 74· newcompass-skills司南：个性化 AI 任务总控 Skills 系统 /COMPASS: Personal Alignment Skills OS for AI Agentsai-agentsai-dev-tools+2060.0
- 88· newGateMemGateMem: a benchmark and evaluation toolkit for memory governance in multi-principal shared-memory LLM agents.ai-agentsagent-memory+459.1
- 195· newAgent_Memory_TechniquesAgent memory for LLMs: 30 runnable Jupyter notebooks covering conversation buffers, vector stores, knowledge graphs, episodic and semantic memory, MemGPT, Mem0, Letta, Zep, Graphiti, LoCoMo benchmarks, and production patterns.ai-agentsrag-eval+1955.1
- 201· newbeevibeThe agent-native OS for companies.ai-agentsagent+754.8
- 214· newcaura-memclawGoverned shared memory for AI agent fleets — multi-agent, multi-tenant, MCP-native. Trust tiers, keystone policies, audit trails, knowledge graph, self-improving retrieval. Apache 2.0.ai-agentsmcp-servers+1554.6
- 305· newclaude-smartA Claude Code plugin that makes Claude Code self-improve — learning from your corrections, not just remembering them (also support codex now)ai-agentsai-dev-tools+1350.3
- 318· newgraymatterThree lines of code to give your AI agents persistent memory. Reduce 90% token consumption while also maintaining quality.ai-agentsai-dev-tools+848.9
- 373· newatomicmemoryPortable semantic memory for AI agents: core engine, TypeScript SDK, framework adapters, MCP server, CLI, and host plugins.ai-agentsai-dev-tools+2044.7
- 385· newagent-systems-handbookA practical AI agents handbook covering agent systems, agentic workflows, LangGraph, MCP/A2A, context engineering, agent memory, evaluation, observability, and multi-agent architecture. Current trend focus: Gemini Interactions API and managed agents, emerging agent runtimes, and production AI workflow patterns.ai-agentsai-dev-tools+2144.0
- 386· newremindbAn agentic memory database that cuts session tokens by 82–99%. One portable SQLite file — your agent's memory, anywhere.ai-agentsai-dev-tools+1944.0
- 405· newiai-personal-memory-engineMCP memory server for AI coding assistants. Works with Claude Code, Cursor, Codex, Gemini CLI, Cline, Continue, Cherry Studio, Zed, Hermes, OpenClaw, and any MCP client. Local, encrypted, verbatim recall. MIT.ai-dev-toolsmcp-servers+2142.4
- 434· newstatewaveOpen-source memory runtime for AI agents — reproducible, provenance-tagged context bundles instead of query-time retrieval. Apache-2.0, self-hosted on Postgres + pgvector, Python + TypeScript SDKs.ai-agentsrag-eval+941.0
- 458· newmainlineGit-native memory for coding agents. Repo memory before the diff.ai-agentsai-dev-tools+1340.0
- 483· newmemXmemX: self-learning, self-maintaining memory plugin for AI agents; native support for claude code, codex, and openclawai-agentsai-dev-tools+1039.0
- 527· newhermes-memory-installer🧠 Production-grade memory sidecar for AI agents — gbrain + Hindsight + 3-tier recall. Agent-agnostic, battle-tested. | 生产级外挂记忆系统，兼容Hermes/Claude/Cursor等任意AI智能体ai-agentsai-dev-tools+2136.7
- 561· newllm-wiki-memoryLocal, git-versioned memory for AI coding agents. No RAG, no Docker, no external service. Capture, compile, recall over a local LLM wiki with on-device embeddings and an MCP server.ai-dev-toolsrag-eval+1033.5
- 564· newpiia-engramLocal-first AI memory you can see, edit, and override — portable across Claude Code, Codex, Cursor, Windsurf, and other MCP coding tools.ai-agentsai-dev-tools+2133.2
- 578· newMemPrivacyMemPrivacy is a privacy-preserving personalized memory management framework for edge-cloud agents. ai-agentsagent+1832.9
- 591· newmnemGit for AI Agent Knowledge. A persistent, versioned memory layer for AI systems. Hybrid GraphRAG retrieval. Runs entirely offline.mcp-serversrag-eval+832.8
- 596· newguildShared context, memory, and task coordination across AI coding agents. Single Go binary, local SQLite, hybrid keyword and semantic search.ai-agentsai-dev-tools+1332.7
- 604· newmemtrace-publicStructural memory for AI coding agents. Bi-temporal graph, MCP-native, zero LLM calls. Cursor · Claude Code · Codex · Hermes · VS Code · Windsurf.ai-agentsai-dev-tools+2132.7
- 610· newengramThe context spine that 10x's every AI coding session. Live in 8 IDEs (Claude Code, Cursor, Cline, Continue, Aider, Codex, Windsurf, Zed) via npm + OpenVSX + Anthropic plugin directory. 89% measured token reduction. Local SQLite, zero cloud, Apache 2.0.ai-dev-toolsmcp-servers+2032.7
- 699· newPhoto-agentsAutonomous self-evolving agents. Vision-grounded layered memory and self-written skills for LLM agents that operate your computer.ai-agentsagent-memory+818.3
- 771· newswarmvaultThe local-first LLM Wiki: open-source knowledge graph builder, RAG knowledge base, and agent memory store. Built on Andrej Karpathy's pattern. An Obsidian alternative for personal knowledge management, AI second brain, and durable Claude Code / Codex / OpenClaw memory.ai-agentsai-dev-tools+2117.1
- 788· newmentedbA cognition aware database engine for AI agent memory. Purpose built in Rust with WAL, HNSW, knowledge graphs, and speculative context pre assembly. Not a wrapper, a ground up storage engine that thinks.ai-agentsrag-eval+1316.5
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